Upload Date | November 13 2024 09:13 AM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 11 |
Model | Sony Xperia 1 |
Model ID | Sony J9110 |
Motherboard | msmnile |
CPU Information | |
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Name | Qualcomm Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 81 architecture 8 variant 13 part 2052 revision 14 |
Base Frequency | 1.78 GHz |
Cluster 1 | 4 Cores @ 1.79 GHz |
Cluster 2 | 3 Cores @ 2.42 GHz |
Cluster 3 | 1 Core @ 2.84 GHz |
Memory Information | |
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Size | 5.36 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | NNAPI |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
650
69.7 IPS |
|
Image Classification (F16)
|
100% |
815
87.3 IPS |
|
Image Classification (I8)
|
80% |
1843
197.5 IPS |
|
Image Segmentation (F32)
|
100% |
724
4.47 IPS |
|
Image Segmentation (F16)
|
100% |
839
5.18 IPS |
|
Image Segmentation (I8)
|
89% |
4947
30.6 IPS |
|
Pose Estimation (F32)
|
100% |
356
1.44 IPS |
|
Pose Estimation (F16)
|
100% |
833
3.37 IPS |
|
Pose Estimation (I8)
|
80% |
3248
13.1 IPS |
|
Object Detection (F32)
|
100% |
275
9.63 IPS |
|
Object Detection (F16)
|
100% |
377
13.2 IPS |
|
Object Detection (I8)
|
52% |
654
23.0 IPS |
|
Face Detection (F32)
|
100% |
997
11.4 IPS |
|
Face Detection (F16)
|
97% |
1038
11.9 IPS |
|
Face Detection (I8)
|
75% |
3197
36.7 IPS |
|
Text Classification (F32)
|
54% |
14
5.50 IPS |
|
Text Classification (F16)
|
54% |
13
5.25 IPS |
|
Machine Translation (F32)
|
100% |
305
47.0 IPS |
|
Machine Translation (F16)
|
100% |
305
47.0 IPS |